CompaRNA - on-line benchmarks of RNA structure prediction methods

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Metric	Murlet(20)		UNAFold
MCC	0.666	>	0.662
Average MCC ± 95% Confidence Intervals	0.679 ± 0.114	>	0.654 ± 0.145
Sensitivity	0.548	<	0.663
Positive Predictive Value	0.814	>	0.667
Total TP	249	<	301
Total TN	51957	>	51812
Total FP	79	<	200
Total FP CONTRA	17	<	49
Total FP INCONS	40	<	101
Total FP COMP	22	<	50
Total FN	205	>	153
P-value	0.000336430132841

Comparison of performance of Murlet(20) and UNAFold. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for Murlet(20) and UNAFold).
Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for Murlet(20) and UNAFold).
Comparison of average Matthews Correlation Coefficients (MCCs) for Murlet(20) and UNAFold. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for Murlet(20) and UNAFold).

Total Scores
MCC	0.666
Average MCC ± 95% Confidence Intervals	0.679 ± 0.114
Sensitivity	0.548
Positive Predictive Value	0.814
Nr of predictions	15

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3A2K_C	tRNA links to Rfam database...	0.88	0.86	0.90	19	1087	2	0	2	0	3
3GX2_A	SAM links to Rfam database...	0.73	0.54	1.00	15	1434	1	0	0	1	13
3IVN_B	Purine links to Rfam database...	0.80	0.65	1.00	15	888	0	0	0	0	8
3IZ4_A	tmRNA links to Rfam database...	0.46	0.33	0.66	31	25489	22	3	13	6	64
3JYV_7	tRNA links to Rfam database...	0.84	0.80	0.89	16	1093	4	0	2	2	4
3LA5_A	Purine links to Rfam database...	0.80	0.64	1.00	16	938	0	0	0	0	9
3NPB_A	SAM links to Rfam database...	0.65	0.43	1.00	16	2262	2	0	0	2	21
3O58_3	5_8S_rRNA links to Rfam database...	0.37	0.32	0.44	7	4748	13	4	5	4	15
3PDR_A	ykoK links to Rfam database...	0.84	0.76	0.93	38	4799	3	1	2	0	12
3RKF_A	Purine links to Rfam database...	0.81	0.67	1.00	16	850	0	0	0	0	8
3SD1_A	THF links to Rfam database...	0.82	0.83	0.83	24	1504	5	4	1	0	5
4A1C_2	5_8S_rRNA links to Rfam database...	0.22	0.25	0.20	5	4491	24	5	15	4	15
4AOB_A	SAM links to Rfam database...	0.87	0.76	1.00	22	1415	3	0	0	3	7
4ENB_A	crcB links to Rfam database...	0.51	0.27	1.00	4	468	0	0	0	0	11
4ENC_A	crcB links to Rfam database...	0.57	0.33	1.00	5	491	0	0	0	0	10

Total Scores
MCC	0.662
Average MCC ± 95% Confidence Intervals	0.654 ± 0.145
Sensitivity	0.663
Positive Predictive Value	0.667
Nr of predictions	15

RNA Chain	Rfam family	MCC	SENS	PPV	TP	TN	FP	FP CONTRA	FP INCONS	FP COMP	FN
3A2K_C	tRNA links to Rfam database...	0.47	0.50	0.46	11	1084	13	3	10	0	11
3GX2_A	SAM links to Rfam database...	0.81	0.79	0.85	22	1423	5	2	2	1	6
3IVN_B	Purine links to Rfam database...	0.91	0.83	1.00	19	884	0	0	0	0	4
3IZ4_A	tmRNA links to Rfam database...	0.58	0.60	0.57	57	25436	53	12	31	10	38
3JYV_7	tRNA links to Rfam database...	0.24	0.25	0.25	5	1091	16	7	8	1	15
3LA5_A	Purine links to Rfam database...	0.91	0.84	1.00	21	933	0	0	0	0	4
3NPB_A	SAM links to Rfam database...	0.85	0.78	0.94	29	2247	6	0	2	4	8
3O58_3	5_8S_rRNA links to Rfam database...	0.42	0.50	0.35	11	4733	34	5	15	14	11
3PDR_A	ykoK links to Rfam database...	0.93	0.92	0.94	46	4791	5	1	2	2	4
3RKF_A	Purine links to Rfam database...	0.91	0.83	1.00	20	846	0	0	0	0	4
3SD1_A	THF links to Rfam database...	0.77	0.76	0.79	22	1505	6	4	2	0	7
4A1C_2	5_8S_rRNA links to Rfam database...	0.19	0.25	0.15	5	4483	42	11	17	14	15
4AOB_A	SAM links to Rfam database...	0.60	0.59	0.63	17	1410	11	4	6	1	12
4ENB_A	crcB links to Rfam database...	0.85	0.73	1.00	11	461	2	0	0	2	4
4ENC_A	crcB links to Rfam database...	0.37	0.33	0.45	5	485	7	0	6	1	10

Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.